Online bipartite matching methodology for anti-epidemic resources allocation: an adaptive time window based on reinforcement learning.

Front Public Health · 2025 · PMC12823865 · PMID 41584167

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highly significantno p-value reported

For AR, UCB achieves the highest mean (0.845) with a narrow 95% confidence interval [0.780, 0.910], which does not overlap with that of ε-Greedy ([0.575, 0.730]), indicating a highly significant improvement.

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